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Replace method

As explained in Graph Algorithms for Data Science

The Cypher replace function returns a string formed by replacing occurrences of a specified substring with another string.

The Cypher replace function returns a string after replacing every occurrence of a specified substring with another string. Its syntax is replace(string, search, replace). section 7.1

Use replace when preparing text for later parsing or normalizing extracted values:

  • Replace newline characters with spaces before splitting tweet text into tokens. section 7.1
  • Remove commas from hashtag tokens before lowercasing them, so equivalent hashtags are treated consistently. section 7.1
  • Combine replacement with split, list comprehension, and size() to turn tweet text into usable hashtag lists. section 7.1 section 7.7

Cleaning tweet text

WITH t, replace(t.text, '\n', ' ') AS cleanText WITH t, split(cleanText, ' ') AS tokens WITH t, [el IN tokens WHERE el STARTS WITH "#" | toLower(replace(el, ",", ""))] AS hashtags

How Graph Algorithms for Data Science covers it

How deep it goes
Defines the three-argument syntax and demonstrates two practical replacements, but does not develop replacement semantics beyond basic usage.
Examples
Uses newline cleanup and comma removal while extracting hashtags from non-retweet tweets.
What you can do after
Apply it via Cypher to normalize strings inside a text-processing query.
How it connects
Connects text replacement with Cypher, split, list comprehension, lowercasing, UNWIND, and hashtag extraction.

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Related concepts

This explainer was generated by Manning's knowledge graph from the text of Graph Algorithms for Data Science. The section links point to the parts of the book it draws on.